Parallel optimization approaches for medical image registration

Lecture Notes in Computer Science

Volumn 3216, Issue PART 1, 2004, Pages 781-788

  Wachowiak, Mark P ^a   Peters, Terry M ^a,b  

^a ROBARTS RESEARCH INSTITUTE   (Canada)

^b UNIVERSITY OF WESTERN ONTARIO   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; IMAGE ANALYSIS; IMAGE SEGMENTATION; OPTIMIZATION; PARALLEL PROCESSING SYSTEMS; VISUALIZATION; IMAGE REGISTRATION;

DISTRIBUTED MEMORY SYSTEMS; IMAGE INTENSITY; IMAGE REGISTRATION; PARALLEL OPTIMIZATION; DIRECT OPTIMIZATION; IMAGE INTENSITIES; MULTIDIRECTIONAL SEARCH; PARALLEL COMPUTER; PARALLEL IMPLEMENTATIONS; SIMILARITY METRICS;

MEDICAL IMAGING;

EID: 20344395394     PISSN: 03029743     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/978-3-540-30135-6_95     Document Type: Conference Paper

References (17)

1. Maes, F., Vandermeulen, D., Suetens, P: Comparative evaluation of multiresolution optimization strategies for multimodality image registration by maximization of mutual information Med. Image Anal. 3 (1999) 373-386.
2. Pluim, J. P. W., Maintz, J. B. A., Viergever, M. A.: Mutual-information- based registration of medical images: a survey. IEEE T. Med. Imag. 22 (2003) 986-1004.
3. Kolda, T. G., Lewis, R. M., Torczon, V.: Optimization by direct search: new perspectives on some classical and modern methods. SIAM Rev. 45 (2003) 385-482.
4. He, R., Narayana, P. A.: Global optimization of mutual information: application to three-dimensional retrospective registration of magnetic resonance images. Comput. Med. Imag. Graph. 26 (2002) 277-292.
5. Jenkinson, M., Smith, S.: A global optimization method for robust affine registration of brain images. Med. Image. Anal. 5 (2001) 143-156.
6. Matsopoulos, G. K., Mouravliansky, N. A., Delibasis, K. K., Nikita, K. S.: Automatic retinal image registration scheme using global optimization techniques. IEEE T. Inf. Technol. B. 3 (1999) 47-60.
7. Wachowiak, M. P., Smoliková, R., Peters, T. M.: Multiresolution biomedical image registration using generalized information measures. Proc. MICCAI 2003, LNCS 2879, Ellis, R. E., Peters, T. M., Eds., (2003) 846-853.
8. Jones, D. R., Perttunen, C. D., Stuckman, B. E.: Lipschitzian optimization without the Lipschitz constant. J. Optimiz. Theory App. 79 (1993) 157-181.
9. Torczon, V.: On the convergence of the multidirectional search algorithm. SIAM J. Optimiz. 1 (1991) 123-145.
10. Warfield, S. K., Jolesz, F. A., Kikinis, R: A high performance computing approach to the registration of medical imaging data. Parallel Comput. 24 (1998) 1345-1368.
11. Ourselin, S., Stefanescu, R., Pennec, X.: Robust registration of multi-modal images: Towards real-time clinical applications. Proc. MICCAI 2002, LNCS 2489, Dohi, T. and Kikinis, R. (Eds.) (2002) 140-147.
12. Gablonsky, J. M., Kelley, C. T.: A locally-biased form of the DIRECT algorithm. J. Global Optim. 21 (2001) 27-37.
13. Watson, L. T., Baker, C. A.: A fully-distributed parallel global search algorithm. Engineering Computation 18 (2001) 155-169.
14. Dennis, J. E., Torczon, V.: Direct search methods on parallel machines. SIAM J. Optimiz. 1 (1991) 448-474.
15. Kwan, R. K., Evans, A. C., Pike, G. B.: MRI simulation-based evaluation of image processing and classification methods. IEEE T. Med. Imag. 18 (1999) 1085-1097.
16. Wierzbicki, M., Peters, T. M.: Determining epicardial surface motion using elastic registration. Proc. MICCAI 2003, LNCS 2878, Ellis, R. E., Peters, T. M., Eds., (2003) 722-729.
17. García-Palomares, U., Rodriguez, J.: New sequential and parallel derivative-free algorithms for unconstrained minimization. SIAM J. Optimiz. 13 (2002) 79-96.